Integrated Pulse Neuron Circuit for Asynchronous Pulse Neural Networks

Takuya Taniguchi, Yoshihiko Horio, Kazuyuki Aihara

Research output: Contribution to conferencePaperpeer-review

5 Citations (Scopus)

Abstract

We propose an integrated neuron circuit for an asynchronous pulse neural network model. The circuit is suitable for an implementation of a wide range of spatio-temporal coding networks since the circuit can function as both a coincidence detector and an integrator of the input pulses by properly setting bias voltages. We fabricate a prototype chip for the proposed circuit using MOSIS HP/Agilent 0.5 μm CMOS semiconductor process. The experimental measurements from the chip confirm that the integrated neuron circuit qualitatively replicates the behavior of the model. Especially, coincidence detection of input pulses in a short-time window, and further, complex behavior including chaos in the internal state value and in the interspike intervals of the output pulses are illustrated.

Original languageEnglish
Pages942-947
Number of pages6
Publication statusPublished - 2003 Sep 24
Externally publishedYes
EventInternational Joint Conference on Neural Networks 2003 - Portland, OR, United States
Duration: 2003 Jul 202003 Jul 24

Other

OtherInternational Joint Conference on Neural Networks 2003
CountryUnited States
CityPortland, OR
Period03/7/2003/7/24

ASJC Scopus subject areas

  • Software
  • Artificial Intelligence

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